This text, part of a set that offers selected examples of issues and theories from many subfields of cognitive science, focuses on language. It employs a case study approach, presenting research topics in some depth and relying on suggested readings to convey the breadth of views and results.

Recent years have seen an explosion of interest in the use of computerized text analysis methods to address basic psychological questions. This comprehensive handbook brings together leading language analysis scholars to present foundational concepts and methods for investigating human thought, feeling, and behavior using language. Contributors work toward integrating psychological science and theory with natural language processing (NLP) and machine learning. Ethical issues in working with natural language data sets are discussed in depth. The volume showcases NLP-driven techniques and applications in areas including interpersonal relationships, personality, morality, deception, social biases, political psychology, psychopathology, and public health.

The core of the book is a detailed treatment of extraction, a focus of syntactic research since the early work of Chomsky and Ross.

This collection of readings shows how cognitive science can influence most of the primary branches of philosophy, as well as how philosophy critically examines the foundations of cognitive science. Its broad coverage extends beyond current texts that focus mainly on the impact of cognitive science on philosophy of mind and philosophy of psychology, to include materials that are relevant to five other branches of philosophy: epistemology, philosophy of science (and mathematics), metaphysics, language, and ethics. The readings are organized by philosophical fields, with selections evenly divided between philosophers and cognitive scientists. They draw on research in numerous areas of cognitive science, including cognitive psychology, developmental psychology, social psychology, psychology of reasoning and judgment, artificial intelligence, linguistics, and neuropsychology. There are timely treatments of current topics and debates such as the innate understanding of number, children's theory of mind, self-knowledge, consciousness, connectionism, and ethics and cognitive science.

Peter Carruthers argues that much of human conscious thinking is conducted in the medium of natural language sentences.

An authoritative, up-to-date survey of the state of the art in cognitive science, written for non-specialists.